2016-06-23 08:29:57 +03:00
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[net]
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2016-11-17 23:18:19 +03:00
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batch=64
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subdivisions=8
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height=416
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width=416
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2016-06-23 08:29:57 +03:00
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channels=3
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momentum=0.9
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decay=0.0005
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2016-11-17 23:18:19 +03:00
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angle=0
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saturation = 1.5
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exposure = 1.5
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hue=.1
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2016-06-23 08:29:57 +03:00
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2016-11-17 23:18:19 +03:00
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learning_rate=0.0001
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max_batches = 45000
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2016-06-23 08:29:57 +03:00
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policy=steps
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2016-11-17 23:18:19 +03:00
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steps=100,25000,35000
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scales=10,.1,.1
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2016-06-23 08:29:57 +03:00
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[convolutional]
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batch_normalize=1
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2016-11-17 23:18:19 +03:00
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filters=32
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size=3
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stride=1
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2016-06-23 08:29:57 +03:00
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pad=1
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activation=leaky
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[maxpool]
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size=2
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stride=2
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[convolutional]
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batch_normalize=1
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2016-11-17 23:18:19 +03:00
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filters=64
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2016-06-23 08:29:57 +03:00
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size=3
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stride=1
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pad=1
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activation=leaky
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[maxpool]
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size=2
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stride=2
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[convolutional]
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batch_normalize=1
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filters=128
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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2016-11-17 23:18:19 +03:00
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filters=64
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2016-06-23 08:29:57 +03:00
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size=1
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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2016-11-17 23:18:19 +03:00
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filters=128
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2016-06-23 08:29:57 +03:00
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size=3
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stride=1
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pad=1
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activation=leaky
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[maxpool]
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size=2
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stride=2
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[convolutional]
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batch_normalize=1
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filters=256
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2016-11-17 23:18:19 +03:00
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size=3
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2016-06-23 08:29:57 +03:00
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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2016-11-17 23:18:19 +03:00
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filters=128
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size=1
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2016-06-23 08:29:57 +03:00
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=256
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2016-11-17 23:18:19 +03:00
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size=3
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2016-06-23 08:29:57 +03:00
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stride=1
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pad=1
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activation=leaky
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2016-11-17 23:18:19 +03:00
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[maxpool]
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size=2
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stride=2
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2016-06-23 08:29:57 +03:00
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=256
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size=1
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=256
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size=1
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=3
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stride=1
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pad=1
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activation=leaky
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2016-11-17 23:18:19 +03:00
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[maxpool]
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size=2
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stride=2
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2016-06-23 08:29:57 +03:00
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[convolutional]
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batch_normalize=1
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filters=1024
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=1
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=1024
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size=3
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=512
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size=1
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stride=1
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pad=1
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activation=leaky
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[convolutional]
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batch_normalize=1
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filters=1024
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size=3
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stride=1
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pad=1
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activation=leaky
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2016-11-17 23:18:19 +03:00
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2016-06-23 08:29:57 +03:00
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#######
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[convolutional]
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batch_normalize=1
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size=3
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stride=1
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pad=1
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filters=1024
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activation=leaky
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[convolutional]
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batch_normalize=1
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size=3
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stride=1
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pad=1
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filters=1024
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activation=leaky
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2016-11-17 23:18:19 +03:00
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[route]
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layers=-9
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[reorg]
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stride=2
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[route]
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layers=-1,-3
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2016-06-23 08:29:57 +03:00
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[convolutional]
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batch_normalize=1
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size=3
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stride=1
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pad=1
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filters=1024
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activation=leaky
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2016-11-17 23:18:19 +03:00
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[convolutional]
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size=1
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2016-06-23 08:29:57 +03:00
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stride=1
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pad=1
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2016-11-17 23:18:19 +03:00
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filters=125
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2016-06-23 08:29:57 +03:00
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activation=linear
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2016-11-17 23:18:19 +03:00
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[region]
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anchors = 1.08,1.19, 3.42,4.41, 6.63,11.38, 9.42,5.11, 16.62,10.52
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bias_match=1
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2016-06-23 08:29:57 +03:00
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classes=20
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coords=4
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2016-11-17 23:18:19 +03:00
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num=5
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softmax=1
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2016-06-23 08:29:57 +03:00
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jitter=.2
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2016-11-17 23:18:19 +03:00
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rescore=1
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2016-06-23 08:29:57 +03:00
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2016-11-17 23:18:19 +03:00
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object_scale=5
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noobject_scale=1
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2016-06-23 08:29:57 +03:00
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class_scale=1
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2016-11-17 23:18:19 +03:00
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coord_scale=1
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2016-06-23 08:29:57 +03:00
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2016-11-17 23:18:19 +03:00
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absolute=1
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thresh = .6
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random=0
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